The present study showed that the DDGS diet, through the modulation of metabolic pathways including fatty acid metabolism, amino acid metabolism, glycerophospholipid metabolism, choline metabolism in cancer, prostate cancer metabolism, and GnRH secretion, could exert pro-growth and anti-inflammatory effects. The gene discussed is GNRH1; the disease is Familial prostate cancer.